Table 8 Detection Rate of different models for various numbers of false positives.

From: Insulator detection in transmission line based on Log AdaBoost

Number of False Positives

20

40

60

80

100

110

Log AdaBoost

48.91%

77.14%

84.79%

91.43%

96.43%

98.57%

CNN AdaBoost

44.21%

73.54%

80.74%

87.89%

96.42%

98.39%

SVM AdaBoost

36.29%

72.45%

78.47%

85.83%

95.34%

98.25%

PSO-SVM

38.64%

71.96%

77.84%

86.51%

95.57%

97.33%